Improved Particle Filter Gaussian Process Dynamical Model for Multitarget Tracking.
Jing WangHong ManYafeng YinPublished in: IPCV (2008)
Keyphrases
- particle filter
- dynamical model
- gaussian process
- dynamical models
- data association
- tracking framework
- gaussian processes
- visual tracking
- particle filtering
- object tracking
- hyperparameters
- bayesian inference
- bayesian framework
- regression model
- kalman filter
- latent variables
- model selection
- state space
- motion model
- human motion
- appearance model
- mean shift
- multi target tracking
- face tracking
- multiple objects
- robust tracking
- semi supervised
- subject specific
- video sequences
- closed form
- high dimensional
- probabilistic model
- posterior distribution
- computer vision